Research Group Members in Heidelberg
Head of Group
  • Dr. Alexey Kazarnikov

    Bayesian Parameter Estimation for Mathematical Models of Self-Organization and Biological Pattern Formation (STRUCTURES Exploratory Project; with Prof. Anna Marciniak-Czochra)

  • Dr. Karina Koval

    Bayesian Optimal Experimental Design in Medical Imaging (CZS Model-Based AI Project,; with Prof. Roland Herzog)

  • Dr. Linus Seelinger

    Uncertainty Quantification, High Performance Computing, Multiscale Methods

PhD Students
  • Christian Alber

    Multiscale Spectral Generalised Finite Element Methods

  • Robert Kutri

    Numerical Analysis of Random Field Generation

  • Arne Strehlow

    Geometric Priors in inverse PDE Problems

  • Josephine Westermann

    Sparse Grid Approaches for Density Approximation and for Measure Transport (jointly with JProf. Jakob Zech)

Affiliated Members
  • Jean Benezech (Postdoc at Bath, CerTest Project)

    Scalable Localized Model Order Reduction Applied to Composite Aero-Structures

Former Members
  • Dr. Yoshihito Kazashi

    Multilevel Monte Carlo for Lattice Field Theory (STRUCTURES Exploratory Project)

  • Tom Pennington

    Towards faster geometric MCMC (former SAMBa CDT Studentship at University of Bath; with Karim Anaya-Izquierdo)

  • Paul Rohrbach

    Numerical analysis of a new multi-scale simulation method (former PhD Student at Cambridge, Leverhulme Research Grant; with Rob Jack)

  • Ole Klein

    Geostatistical Inversion and Data Assimilation Techniques; Random Field Generation

  • Dr. Chupeng Ma

    Homogenization, Multiscale Methods, Finite Element Method

  • Dr. Alexander D. Gilbert

    High-dimensional Integration, Numerical Analysis, Uncertainty Quantification

  • Hideki Kobayashi

    Self-consistent coarse-graining in soft-matter systems (Leverhulme Research Grant)

  • Dr. Tobias Siems

    Changepoint Analysis, Recursive Bayesian Estimation, Probabilistic Graphical Models

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